Daftar Isi
- Pendahuluan
- 1 Struktur Sepak Bola Liga
- 2 Taruhan Sepak Bola
- 2.1 Taruhan Pari-mutuel
- 2.2 Taruhan Odds Tetap
- 2.3 Asian Handicap (Hang Cheng)
- Asian Handicap vs. Odds Tetap
- 2.5 Taruhan Spread
- 2.6 Taruhan Orang-ke-Orang
- 3 Isu Taruhan
- 4 Persentase Pengembalian
- 5 Taruhan Internet
- 6 Perpajakan
- 7 Ruang Lingkup Tesis
- Tinjauan Pustaka
- 1 Pendekatan Maher-Poisson
- 2 Skema Prediksi Alternatif
- 2.1 Peringkat Elo dan Model Bradley-Terry
- 2.2 Model Probit Terurut Multinomial
- 3 Strategi Taruhan
- 3.1 Taruhan Optimal Tanpa Batasan untuk Satu Koin Bias
- 3.2 Taruhan Optimal Tanpa Batasan untuk Banyak Koin Bias
- 3.3 Lebih Lanjut tentang Kriteria Kelly
- Deskripsi Data dan Formulasi Model
- 1 Deskripsi Data
- 2 Formulasi Regresi Poisson
- 2.1 Asumsi
- 2.2 Model Dasar
- 2.3 Model Parameter Kandang Terpisah
- 2.4 Model Musim Terpisah
- 2.5 Perbandingan Model Poisson dengan Data Musim Penuh
- 2.6 Data Odds dan Model E(Skor)
- 2.7 Model Koreksi Poisson
- 2.8 Model Tertimbang
- 3 Perbandingan Model Poisson Minggu per Minggu
- 4 Peringkat Elo
- 5 Model Probit Terurut Multinomial
- 6 Perbandingan Pendekatan
- Strategi Taruhan dan Validasi Model
- 1 Taruhan Nilai
- 2 Strategi Taruhan
- 3 Manajemen Uang
- 4 Validasi pada Data yang Ada
- Diskusi
- 5.1 Implementasi Sistem
- 5.2 Aplikasi Sistem
- 5.2.1 Sudut Pandang Bandar
- 5.2.2 Sudut Pandang Petaruh
- 6 Ringkasan dan Pekerjaan Masa Depan
- 6.1 Ringkasan
- 6.2 Pekerjaan Masa Depan
- 6.2.1 Koreksi Residual
- 6.2.2 Jenis Taruhan Lain
- 6.2.3 Kerangka Bayesian
- Lampiran
- Lampiran A
Lampiran
Lampiran A
sunderland 0.26128400 0.27698961 0.94329892 tottenham 0.22564444 0.27646742 0.81617009
25237477 wimbledon 0.60385220 0.24273300 2.48772190 (Dispersion Parameter for Poisson family taken to be 1 ) Null Deviance: 549.8061 on 760 degrees of freedom Residual Deviance: 392.8681 on 340 degrees of freedom Table D.2 S-Plus output of the first half of the season 99-00
20862491 villa -0.39163024 0.25260782 -1.55034887 bradford -0.54272934 0.26726749 -2.03065981 chelsea -0.42374071 0.24732011 -1.71332897 coventry -0.59704330 0.27456666 -2.17449307 derby -0.40038806 0.25173327 -1.59052501 everton -0.43686698 0.25838984 -1.69072815 leeds -0.43828573 0.26384727 -1.66113421 leicester -0.31540003 0.25447143 -1.23943202 liverpool -0.62770692 0.27949432 -2.24586645 u 0.15962732 0.21985332 0.72606284 middlesbrough -0.49402055 0.26779904 -1.84474357 newcastle -0.27331082 0.24571065 -1.11232797 w -0.66525973 0.27128318 -2.45227045 southampton -0.62185816 0.26470579 -2.34924276 sunderland -0.52184578 0.26465258 -1.97181443 tottenham -0.39213443 0.25521010 -1.53651615 watford -0.61129731 0.27593916 -2.21533368 ham -0.33900559 0.24635067 -1.37610989 wimbledon -0.87753010 0.30771276 -2.85178325 arsenal 0.47384249 0.27645732 1.71398059 villa 0.01110346 0.30759285 0.03609793 bradford 0.94445940 0.23158170 4.07829883 chelsea -0.06217843 0.30020306 -0.20712124
95862691 wimbledon 0.96889237 0.23164408 4.18267701 (Dispersion Parameter for Poisson family taken to be 1 ) Null Deviance: 538.3198 on 760 degrees of freedom Residual Deviance: 393.6574 on 340 degrees of freedom Table D.3 S-Plus output of the second half of the season 99-00
Referensi
- Anderson J.A. (1984), Regression and Ordered Categorical Variables, Journal of Royal Statistical Society, Vol. 46, 1-30.
- Bennett J. (1998), Statistics in Sport, Arnold.
- Bradley R. A. and Terry M. E. (1952), Rank Analysis of Incomplete Block Designs. I. The Method of Paired Comparisons, Biometrika, Vol. 39, 324-345.
- Burke A. (1998), Spread Betting, Rowton Press.
- Clarke S. R. and Norman J. M. (1995), Home Ground Advantage of Individual Clubs in English Soccer, The Statistician, Vol. 4, 509-521.
- Datamonitor (1999), Online Games and Gambling in Europe and the US 1999- 2004.
- Dixon M. J. and Coles S. G. (1997), Modelling Association Football Scores and Inefficiences in the Football Betting Market, Applied Statistics, Vol. 46, 265-280.
- Dixon M. J. and Robinson M. E. (1998), A Birth Process Model for Association Football Matches, The Statistician, Vol. 47, 523-538.
- Dobson A. J. (1990), An Introduction to Generalized Linear Models, Chapman & Hall. Elo A. E. (1978), The Rating of Chess Players Past and Present, Batsford.
- Ernst & Young (2000), Winners and Losers -The Future of Online Betting.
- Fahrmeir L. and Tutz G. (1994), Dynamic Stochastic Models for Time-Dependent Ordered Paired Comparison Systems, Journal of American Statistical Association, Vol. 89, 1438-1449.
- Forrest D. and Simmons R. (2000), Work of Football Pools Panel, The Statistician, Vol. 49, 253-260.
- Glickman M. E. and Stern H. S. (1998), A State-Space Model for National Football League Scores, Journal of American Statistical Association, Vol. 93, 25-
- Glickman M.E. and Jones A. C.(1999), Rating the Chess Rating System, Vol.12, 21-28.
- Harvey G. (1998), Successful Spread Betting, Take That Ltd.
- Harville D. (1980), Predictions for National Football League Games via Linear- Model Methodology, Journal of American Statistical Association, Vol. 75, 516-
- Hausch D. B., Lo V. S. Y. and Ziemba W. T. (1994), Efficiency of Racetrack Betting Markets, Academic Press.
- Hill I. D. (1974), Association Football and Statistical Inference, Applied Statistics, Vol. 23, 203-208.
- Jackson D. A. (1994), Index Betting on Sports, Statistician, Vol. 43, 309-315.
- Jacobs S. (1999), Optimal Betting.
- Jones A. (1996), College Soccer Ratings.
- Kelly J. L. Jr. (1956), A New Interpretation of Information Rate, The Bell System Technical Journal, 917-926.
- Lee A. J. (1997), Modeling Scores in the Premier League: Is Manchester United Really the Best?, Chance, Vol. 10, 15-19.
- Maher M. J. (1982), Modelling Association Football Scores, Statistica Neerlandica, Vol. 36, 109-118.
- McCullach P. and Nelder J. A. (1983), Generalized Linear Models, Chapman & Hall. McCullach P. (1980), Regression Models for Ordinal Data, Journal of Royal Statistical Society, Vol. 42, 109.142. River City Group (2000), Wagering on the Internet.
- Rue H. and Salvesen Ø. (2000), Prediction and Retrospective Analysis of Soccer Matches in a League, The Statistician, Vol. 49, 399-418.
- Stefani R. T. (1980), Improved Least Squares Football, Basketball and Soccer Predictions, IEEE transactions on systems, man, and cybernetics, Vol. SMC-10, 116-123.
- Stern H. (1999), The Man Who Makes the Odds: An Interview with "Roxy" Roxborough, Chance, Vol.12, 15-21.